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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,3 +1,40 @@
 ---
 license: cc-by-nc-4.0
+language:
+- en
+- zh
+- ja
+- de
+datasets:
+- JosephusCheung/GuanacoDataset
+- meta-math/MetaMathQA
+- jondurbin/airoboros-3.1
+- WizardLM/WizardLM_evol_instruct_V2_196k
+- RyokoAI/ShareGPT52K
+- RyokoAI/Fandom23K
+- milashkaarshif/MoeGirlPedia_wikitext_raw_archive
+- wikipedia
+- wiki_lingua
+- garage-bAInd/Open-Platypus
+- LDJnr/Puffin
+- BAAI/COIG
+- TigerResearch/tigerbot-zhihu-zh-10k
+- liwu/MNBVC
+- teknium/openhermes
+- CausalLM/Refined-Anime-Text
+- microsoft/orca-math-word-problems-200k
+- m-a-p/CodeFeedback-Filtered-Instruction
 ---
+# Notes
+- 3.75bpw test quant of CausalLM/35b-beta-long, which is in itself a finetune of CohereForAI/c4ai-command-r-v01 (hence the corrected licensing).
+- Theoretically should fit within 24GB of VRAM for inference.
+
+## TBA
+
+Tokenizer is different from cohere - and chat template is ChatML - fully fine-tuned at 128K+
+
+No loras, no quants, no tricks, 30M+ sft data.
+
+Pressure Testing from: https://github.com/LeonEricsson/llmcontext
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/63468a143ea42ee2cb49ddd1/2XbONpyTeMH1qWCtE9ziH.png)

config.json

@@ -0,0 +1,40 @@
+{
+    "_name_or_path": "35b",
+    "architectures": [
+        "CohereForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "bos_token_id": 5,
+    "eos_token_id": 6,
+    "hidden_act": "silu",
+    "hidden_size": 8192,
+    "initializer_range": 0.02,
+    "intermediate_size": 22528,
+    "layer_norm_eps": 1e-05,
+    "logit_scale": 0.0625,
+    "max_position_embeddings": 131072,
+    "model_type": "cohere",
+    "num_attention_heads": 64,
+    "num_hidden_layers": 40,
+    "num_key_value_heads": 64,
+    "pad_token_id": 0,
+    "pretraining_tp": 1,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 8000000.0,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.38.2",
+    "use_cache": true,
+    "vocab_size": 256000,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.0.20",
+        "bits": 3.75,
+        "head_bits": 6,
+        "calibration": {
+            "rows": 100,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 5,
+  "eos_token_id": 6,
+  "pad_token_id": 0,
+  "transformers_version": "4.38.2"
+}

special_tokens_map.json

@@ -0,0 +1,23 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<PAD>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ec24d1fe80ac960489b2004b7399ea561799de2fae774bd5a9234c13e6a0726
+size 12777306

tokenizer_config.json

@@ -0,0 +1,314 @@
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